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Frances
Software Engineer
Contato
Competências
Demonstrated experience with Python.
Demonstrated experience with JavaScript.
Demonstrated experience with Node.js.
Demonstrated experience with C/C++.
Demonstrated experience with PyTorch.
Formação acadêmica
Resumo
Professional profile
Experiência
Software Engineer
Design, develop, and maintain production software as part of an engineering team, contributing across the full development lifecycle.. Collaborate on requirements, specifications, and release processes following established software development methodology.. Apply software engineering tools and testing practices to deliver reliable, maintainable applications.
Developer Intern
Built a web service that extracts information from medical receipts using Python and Google Cloud Platform, streamlining reimbursement processing.. Developed a prescription-renewal module and improved UX on the company's teleconsultation web application using React, Gatsby, and external APIs.. Automated generation of website quality-test documents and medical files (prescriptions, certificates) using Make, reducing manual effort.
Machine Learning Engineer & Quant Researcher (Freelance)
Built and operated a production forecasting miner for Bittensor Subnet 50 (Synth), achieving a #7 BTC asset leaderboard ranking in a decentralized, validator-scored environment.. Developed and evaluated probabilistic time-series models—including TCN, TiDE, PatchTST, LightGBM, NGBM, and Student-t copulas—for BTC, ETH, SOL, XRP, and HYPE forecasts.. Designed Monte Carlo and quantile-based price-path pipelines evaluated through Continuous Ranked Probability Score (CRPS), optimizing calibration, feature engineering, and prediction accuracy.. Deployed containerized, GPU-enabled inference and minute-level OHLCV data pipelines with provider fallbacks, monitoring, failure recovery, and strict validator-timeout compliance.
Discord Bot Developer (Freelance)
Designed and built interactive custom Discord bots—role-playing and virtual-pet game simulators—using Node.js and MongoDB for servers with 1,000+ members.